Chatbots can debug and annotate code, translate programming languages and perform boilerplate operations. At the same time, ChatGPT 'is also a robot with no consciousness, agency, morality, embodied cognition or emotional inner life,” says amyjko.
Unless you’ve been living under a rock, you know about ChatGPT. The chatbot, driven by artificial intelligence and created by OpenAI in San Francisco, California, provides eerily human-like responses to user questions on almost any subject. ChatGPT is trained on a vast corpus of text, and its ability to engage in text-based conversation means that users can refine its responses. Even if its initial answers are wonky, it often eventually produces accurate results, including software code.
In short, ChatGPT and related tools based on large language models , which include Microsoft Bing and GitHub Copilot, are incredibly powerful programming aids, but must be used with caution. Here are six ways to do so.Chatbots work best for small, discrete programming tasks, such as loading data, performing basic data manipulations and creating visualizations and websites.
Chatbots can even translate code from one programming language to another. Mathieu Coppey, a biophysicist at the Curie Institute in Paris, is using ChatGPT to help him move from MATLAB, his preferred language, to Python. Using Google and online forums, he typically needs days to get his Python code working. “Now, I can do that in an hour or so,” he says.Chatbots might not always know what they’re talking about, but they certainly sound like they do.
Still, it pays to check your code. But also consider the application — not everything is mission-critical. The web interface to a database or visualization tool, for instance, might require extra vigilance. But if you know what the answer to your programming problem should look like, “Just go for it”, says computer scientist Sayash Kapoor at Princeton University in New Jersey, “because it’s easy to check if you’re wrong.”Chatbot-based coding, says Ko, “is not a single-shot sort of experience”.
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